{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Three Mirror Anastigmat\n",
    "\n",
    "The design process for this mirror system is demonstrated in [Tutorial 7d - Three Mirror Anastigmat](https://github.com/HarrisonKramer/optiland/blob/master/docs/examples/Tutorial_7d_Three_Mirror_Anastigmat.ipynb)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "from optiland import optic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "lens = optic.Optic(name=\"TMA\")\n",
    "\n",
    "# set aperture\n",
    "lens.set_aperture(aperture_type=\"EPD\", value=10)\n",
    "\n",
    "# set fields\n",
    "lens.set_field_type(field_type=\"angle\")\n",
    "lens.add_field(y=0)\n",
    "lens.add_field(y=+1.5)\n",
    "lens.add_field(y=-1.5)\n",
    "\n",
    "# set wavelengths\n",
    "lens.add_wavelength(value=0.486)\n",
    "lens.add_wavelength(value=0.587, is_primary=True)\n",
    "lens.add_wavelength(value=0.656)\n",
    "\n",
    "# add surfaces\n",
    "lens.add_surface(index=0, radius=np.inf, thickness=np.inf)\n",
    "\n",
    "# these are optimized coefficients\n",
    "c1 = np.array(\n",
    "    [\n",
    "        [2.05790534e-05, -2.04095791e-05, 4.55045366e-05, 1.47183545e-05],\n",
    "        [3.64010850e-08, -9.18266382e-06, 3.12457789e-07, -3.43010757e-08],\n",
    "        [-1.18212287e-04, 2.97963986e-06, -1.31354947e-06, 7.34797747e-07],\n",
    "        [-1.09979245e-06, 8.55358588e-07, -3.94583506e-07, -5.01115270e-08],\n",
    "    ],\n",
    ")\n",
    "lens.add_surface(\n",
    "    index=1,\n",
    "    radius=-99.9773,\n",
    "    thickness=-20.0003,\n",
    "    conic=2.35645e-06,\n",
    "    material=\"mirror\",\n",
    "    rx=-0.261801,\n",
    "    is_stop=True,\n",
    "    surface_type=\"polynomial\",\n",
    "    coefficients=c1,\n",
    ")\n",
    "\n",
    "c2 = np.array(\n",
    "    [\n",
    "        [-2.05802662e-05, 2.05376130e-05, -2.91883756e-05, 4.01274602e-05],\n",
    "        [-2.94473576e-08, -1.63268440e-06, -5.35655902e-06, -1.50920309e-05],\n",
    "        [4.87006021e-05, -1.70308923e-05, 2.12362562e-05, 1.51092539e-05],\n",
    "        [-1.04657810e-05, -2.25376153e-05, -8.02314506e-06, 3.02373985e-06],\n",
    "    ],\n",
    ")\n",
    "lens.add_surface(\n",
    "    index=2,\n",
    "    radius=-100.019,\n",
    "    thickness=20.0003,\n",
    "    conic=-2.21455e-07,\n",
    "    material=\"mirror\",\n",
    "    rx=-0.174532,\n",
    "    dy=-11.5,\n",
    "    surface_type=\"polynomial\",\n",
    "    coefficients=c2,\n",
    ")\n",
    "\n",
    "c3 = np.array(\n",
    "    [\n",
    "        [2.05787912e-05, -2.05604065e-05, 2.54616632e-05, -3.62841214e-05],\n",
    "        [6.24577550e-10, 1.09936457e-07, -2.69199040e-06, -1.05068667e-05],\n",
    "        [-3.28005504e-05, 1.88336844e-05, -3.34058539e-05, 4.93261709e-06],\n",
    "        [6.09659324e-07, -1.58589636e-06, -1.16163570e-05, -2.26243673e-05],\n",
    "    ],\n",
    ")\n",
    "lens.add_surface(\n",
    "    index=3,\n",
    "    radius=-99.9774,\n",
    "    thickness=-20.0003,\n",
    "    conic=5.32063e-08,\n",
    "    material=\"mirror\",\n",
    "    rx=-0.0174547,\n",
    "    dy=-15,\n",
    "    surface_type=\"polynomial\",\n",
    "    coefficients=c3,\n",
    ")\n",
    "\n",
    "lens.add_surface(index=4, dy=-19.3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens.draw()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
